Computer vision applications in construction: Current state, opportunities & challenges

S Paneru, I Jeelani - Automation in Construction, 2021 - Elsevier
Thousands of images and videos are collected from construction projects during
construction. These contain valuable data that, if harnessed efficiently, can help automate or …

Computer vision techniques in construction: a critical review

S Xu, J Wang, W Shou, T Ngo, AM Sadick… - … Methods in Engineering, 2021 - Springer
Computer vision has been gaining interest in a wide range of research areas in recent
years, from medical to industrial robotics. The architecture, engineering and construction …

Computer vision technologies for safety science and management in construction: A critical review and future research directions

BHW Guo, Y Zou, Y Fang, YM Goh, PXW Zou - Safety science, 2021 - Elsevier
Recent years have seen growing interests in developing and applying computer vision
technologies to solve safety problems in the construction industry. Despite the technological …

A scientometric analysis and critical review of computer vision applications for construction

P Martinez, M Al-Hussein, R Ahmad - Automation in Construction, 2019 - Elsevier
Practical interest in 'computer vision'has risen remarkably over the last 20 years,
transforming the current state of construction-related research and attracting the worldwide …

Computer vision techniques for construction safety and health monitoring

JO Seo, SU Han, SH Lee, H Kim - Advanced Engineering Informatics, 2015 - Elsevier
For construction safety and health, continuous monitoring of unsafe conditions and action is
essential in order to eliminate potential hazards in a timely manner. As a robust and …

Dataset and benchmark for detecting moving objects in construction sites

A Xuehui, Z Li, L Zuguang, W Chengzhi… - Automation in …, 2021 - Elsevier
Detecting workers and equipment through images/videos can assist in safety monitoring,
quality control, and productivity management at construction sites. Currently, the dominant …

Automated methods for activity recognition of construction workers and equipment: State-of-the-art review

B Sherafat, CR Ahn, R Akhavian… - Journal of …, 2020 - ascelibrary.org
Equipment and workers are two important resources in the construction industry.
Performance monitoring of these resources would help project managers improve the …

Detecting construction equipment using a region-based fully convolutional network and transfer learning

H Kim, H Kim, YW Hong, H Byun - Journal of computing in Civil …, 2018 - ascelibrary.org
For proper construction site management and plan revisions during construction, it is
necessary to understand a construction site's status in real time. Many vision-based …

Data acquisition technologies for construction progress tracking

T Omar, ML Nehdi - Automation in construction, 2016 - Elsevier
Falling behind schedule and having discrepancy between the as-built and designed
baseline plans are unfavourable events that often occur in construction projects. Hence, real …

Construction performance monitoring via still images, time-lapse photos, and video streams: Now, tomorrow, and the future

J Yang, MW Park, PA Vela, M Golparvar-Fard - Advanced Engineering …, 2015 - Elsevier
Timely and accurate monitoring of onsite construction operations can bring an immediate
awareness on project specific issues. It provides practitioners with the information they need …